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Human Psychology &
Machine Learning AI
Ideas for today and tomorrow
By Chandreyi Saha, Co-founder
What is Machine Learning?
"Machine learning is a type of artificial
intelligence that gives computers the
ability to learn without being explicitly
programmed."
Goal and Objective
"Predictive deep learning is a discipline
that uses the power of machine learning
and neural network models to predict
behaviors; it is said to prove that
emotions drives behaviors and how to get
deeper insights with Biometrics before it
worsens!"
Today’s Situation
"Psychology of attention deals with
mechanisms of perception that form the
behaviour, and how consistent behaviour
created is an “a-ha” moment, because it
shows that machine learning can
influence the process of human
cognition; thus, provides an unique
integrated solutions combining
hardware, software and services."
How Did We Get Here?
• Human Information Processing.
• Attention is a limited cognitive resource.
• As a UX designer, aim to reduce the
cognitive overload.
• And apply the principles of human visual
attention in everyday product design.
Available Solutions
• Add IoT Tools to Human Psychology.
• Behavioral Data integrated with Social
Interactions.
• Emotional Intelligence and Behavioral Control.
• A single gamified way to combine behavioral
scenarios to psychometric metrics using
FACS** by Paul Ekman.
** Facial Action Coding System
Any Recommendation?

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15157655801512.pptx

  • 1. Human Psychology & Machine Learning AI Ideas for today and tomorrow By Chandreyi Saha, Co-founder
  • 2. What is Machine Learning? "Machine learning is a type of artificial intelligence that gives computers the ability to learn without being explicitly programmed."
  • 3. Goal and Objective "Predictive deep learning is a discipline that uses the power of machine learning and neural network models to predict behaviors; it is said to prove that emotions drives behaviors and how to get deeper insights with Biometrics before it worsens!"
  • 4. Today’s Situation "Psychology of attention deals with mechanisms of perception that form the behaviour, and how consistent behaviour created is an “a-ha” moment, because it shows that machine learning can influence the process of human cognition; thus, provides an unique integrated solutions combining hardware, software and services."
  • 5. How Did We Get Here? • Human Information Processing. • Attention is a limited cognitive resource. • As a UX designer, aim to reduce the cognitive overload. • And apply the principles of human visual attention in everyday product design.
  • 6. Available Solutions • Add IoT Tools to Human Psychology. • Behavioral Data integrated with Social Interactions. • Emotional Intelligence and Behavioral Control. • A single gamified way to combine behavioral scenarios to psychometric metrics using FACS** by Paul Ekman. ** Facial Action Coding System